felipepessoto commented on code in PR #12278:
URL: https://github.com/apache/gluten/pull/12278#discussion_r3408752409


##########
.github/workflows/delta_spark_ut.yml:
##########
@@ -0,0 +1,388 @@
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements.  See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License.  You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+# Runs Delta Lake's `spark` sbt module unit tests against a Gluten Velox bundle
+# that is built from the source in this repository. The pipeline:
+#
+#   1. Builds the Velox/Gluten native libraries (centos-7 + vcpkg, x86_64).
+#   2. Builds the Gluten Java/Scala jars and assembles the
+#      `gluten-velox-bundle-spark<spark>_<scala>-linux_amd64-<version>.jar`
+#      fat jar for Spark 4.1 + Scala 2.13 + Java 17 with the Delta profile.
+#   3. Clones delta-io/delta at the requested release tag (default `v4.2.0`),
+#      drops the bundle jar into `spark-unified/lib/` only (NOT `spark/lib/`
+#      -- see setup-delta.sh for the unmanagedJars scoping rationale),
+#      patches Delta's `DeltaSQLCommandTest` to register the Gluten plugin,
+#      and runs `sbt spark/test` sharded across the matrix.
+#
+# Limited to Velox + x86 to keep the matrix simple, per the pipeline's purpose
+# of validating Gluten changes against the latest Delta release.
+
+name: Delta Spark UT (Gluten)
+
+on:
+  workflow_dispatch:
+    inputs:
+      delta_ref:
+        description: 'delta-io/delta git ref (tag/branch/SHA) to test against'
+        required: true
+        default: 'v4.2.0'
+      spark_version:
+        description: 'Delta `-DsparkVersion` value (must match the Gluten -P 
profile below)'
+        required: true
+        default: '4.1'
+      test_parallelism:
+        description: 'Forked test JVMs per shard (TEST_PARALLELISM_COUNT)'
+        required: true
+        default: '1'
+  pull_request:
+    paths:
+      - '.github/workflows/delta_spark_ut.yml'
+      - '.github/workflows/util/delta-spark-ut/**'
+      - 'gluten-delta/**'
+      - 'backends-velox/src-delta40/**/DeltaSQLCommandTest.scala'
+
+env:
+  ACTIONS_ALLOW_USE_UNSECURE_NODE_VERSION: true

Review Comment:
    it's used across ~10 existing workflows in the repo



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